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Table 2 Features ranking using the cumulative ranking from the F-score and the correlation ranking

From: miREE: miRNA recognition elements ensemble

Rank

Feature

F-score

Correlation rank

1

normalized mRNA A content

0.3122

1

2

Δ G 3'

0.2727

2

3

ΔΔ G

0.2697

3

4

normalized site A content

0.2733

7

5

normalized site G content

0.2720

6

6

Position in the UTR site

0.3318

15

7

BU seed

0.5770

19

7

normalized AU content

0.3460

17

7

Δ Gopen

0.1987

5

10

normalized mRNA C content

0.1038

3

11

normalized mRNA U content

0.2272

11

11

Energy duplex

0.2175

10

13

UTR length

0.2306

13

13

Energy seed

0.5712

22

15

normalized site U content

0.2070

12

16

Δ G 5'

0.1344

9

16

normalized mRNA G content

0.1036

7

18

AUUUA pentamer presence

0.1345

13

18

Relative position

0.3112

24

20

normalized site C content

0.1564

16

21

BU miRNA 13-16nt

0.0950

18

22

BU out-seed

0.0670

20

23

G motif downstream the site

0.0599

21

24

Energy out-seed

0.0202

23

25

C motif downstream the site

0.0004

25